{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2025:BPVLQH6V6UXOSXS3TSYGHFONGM","short_pith_number":"pith:BPVLQH6V","canonical_record":{"source":{"id":"2505.09571","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2025-05-14T17:15:03Z","cross_cats_sorted":[],"title_canon_sha256":"5d3d064799299fea3143c4e4c4c8e070da51e15e743c704323e705799d9fb781","abstract_canon_sha256":"64a2f5d932426cfb0fa5819cc0983c413cd37c62fa9fbccc8ab01a9f900d93b3"},"schema_version":"1.0"},"canonical_sha256":"0beab81fd5f52ee95e5b9cb06395cd333ce9f706a74be890691fa872f295e049","source":{"kind":"arxiv","id":"2505.09571","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2505.09571","created_at":"2026-07-05T11:37:20Z"},{"alias_kind":"arxiv_version","alias_value":"2505.09571v1","created_at":"2026-07-05T11:37:20Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2505.09571","created_at":"2026-07-05T11:37:20Z"},{"alias_kind":"pith_short_12","alias_value":"BPVLQH6V6UXO","created_at":"2026-07-05T11:37:20Z"},{"alias_kind":"pith_short_16","alias_value":"BPVLQH6V6UXOSXS3","created_at":"2026-07-05T11:37:20Z"},{"alias_kind":"pith_short_8","alias_value":"BPVLQH6V","created_at":"2026-07-05T11:37:20Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2025:BPVLQH6V6UXOSXS3TSYGHFONGM","target":"record","payload":{"canonical_record":{"source":{"id":"2505.09571","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2025-05-14T17:15:03Z","cross_cats_sorted":[],"title_canon_sha256":"5d3d064799299fea3143c4e4c4c8e070da51e15e743c704323e705799d9fb781","abstract_canon_sha256":"64a2f5d932426cfb0fa5819cc0983c413cd37c62fa9fbccc8ab01a9f900d93b3"},"schema_version":"1.0"},"canonical_sha256":"0beab81fd5f52ee95e5b9cb06395cd333ce9f706a74be890691fa872f295e049","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T11:37:20.079791Z","signature_b64":"T2sokqbK8sRWQlhNiy8Wxxp5Jwe9W3zTmZlKdy+F32nO+ari7CHDJJ6Rv7HWUeXDMoEq5S0zOUA8APi5gYWQBQ==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"0beab81fd5f52ee95e5b9cb06395cd333ce9f706a74be890691fa872f295e049","last_reissued_at":"2026-07-05T11:37:20.079293Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T11:37:20.079293Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2505.09571","source_version":1,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T11:37:20Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"vKXwPZZhFh64tv8tS9zFBGLRFtCki5Q1cqTW5RbPRG2NySDfCXcLIXVcG/cZfsPeo/XWygE5oROKl7qRjk02BA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-17T09:59:26.239555Z"},"content_sha256":"170b6f7ba8aba7a94372932290e0cec447c9955af09ef5c369516a1dd2d30ddc","schema_version":"1.0","event_id":"sha256:170b6f7ba8aba7a94372932290e0cec447c9955af09ef5c369516a1dd2d30ddc"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2025:BPVLQH6V6UXOSXS3TSYGHFONGM","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Don't Forget your Inverse DDIM for Image Editing","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":[],"primary_cat":"cs.CV","authors_text":"Guillermo Gomez-Trenado, Oscar Cord\\'on, Pablo Mesejo, St\\'ephane Lathuili\\`ere","submitted_at":"2025-05-14T17:15:03Z","abstract_excerpt":"The field of text-to-image generation has undergone significant advancements with the introduction of diffusion models. Nevertheless, the challenge of editing real images persists, as most methods are either computationally intensive or produce poor reconstructions. This paper introduces SAGE (Self-Attention Guidance for image Editing) - a novel technique leveraging pre-trained diffusion models for image editing. SAGE builds upon the DDIM algorithm and incorporates a novel guidance mechanism utilizing the self-attention layers of the diffusion U-Net. This mechanism computes a reconstruction ob"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2505.09571","kind":"arxiv","version":1},"verdict":{"id":null,"model_set":{},"created_at":null,"strongest_claim":"","one_line_summary":"","pipeline_version":null,"weakest_assumption":"","pith_extraction_headline":""},"integrity":{"clean":true,"summary":{"advisory":0,"critical":0,"by_detector":{},"informational":0},"endpoint":"/pith/2505.09571/integrity.json","findings":[],"available":true,"detectors_run":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938"},"references":{"count":0,"sample":[],"resolved_work":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","internal_anchors":0},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"author_claims":{"count":0,"strong_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"builder_version":"pith-number-builder-2026-05-17-v1"},"verdict_id":null},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T11:37:20Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"rvnW2W4joO3vg0ufGaQr5HGuMXsUoOsh/TIL+FDcPDmorEkKPv0ZD371njrJ8McYyNdsrowkxn5Y24r+8CrWCw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-17T09:59:26.240089Z"},"content_sha256":"1a914b8c771e5e903b66edd988ddedece9620a1ca5c47fac10ed7f690372b997","schema_version":"1.0","event_id":"sha256:1a914b8c771e5e903b66edd988ddedece9620a1ca5c47fac10ed7f690372b997"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/BPVLQH6V6UXOSXS3TSYGHFONGM/bundle.json","state_url":"https://pith.science/pith/BPVLQH6V6UXOSXS3TSYGHFONGM/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/BPVLQH6V6UXOSXS3TSYGHFONGM/bundle.json","status":"primary"}],"public_keys":[{"key_id":"pith-v1-2026-05","algorithm":"ed25519","format":"raw","public_key_b64":"stVStoiQhXFxp4s2pdzPNoqVNBMojDU/fJ2db5S3CbM=","public_key_hex":"b2d552b68890857171a78b36a5dccf368a953413288c353f7c9d9d6f94b709b3","fingerprint_sha256_b32_first128bits":"RVFV5Z2OI2J3ZUO7ERDEBCYNKS","fingerprint_sha256_hex":"8d4b5ee74e4693bcd1df2446408b0d54","rotates_at":null,"url":"https://pith.science/pith-signing-key.json","notes":"Pith uses this Ed25519 key to sign canonical record SHA-256 digests. Verify with: ed25519_verify(public_key, message=canonical_sha256_bytes, signature=base64decode(signature_b64))."}],"merge_version":"pith-open-graph-merge-v1","built_at":"2026-08-17T09:59:26Z","links":{"resolver":"https://pith.science/pith/BPVLQH6V6UXOSXS3TSYGHFONGM","bundle":"https://pith.science/pith/BPVLQH6V6UXOSXS3TSYGHFONGM/bundle.json","state":"https://pith.science/pith/BPVLQH6V6UXOSXS3TSYGHFONGM/state.json","well_known_bundle":"https://pith.science/.well-known/pith/BPVLQH6V6UXOSXS3TSYGHFONGM/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:BPVLQH6V6UXOSXS3TSYGHFONGM","merge_version":"pith-open-graph-merge-v1","event_count":2,"valid_event_count":2,"invalid_event_count":0,"equivocation_count":0,"current":{"canonical_record":{"metadata":{"abstract_canon_sha256":"64a2f5d932426cfb0fa5819cc0983c413cd37c62fa9fbccc8ab01a9f900d93b3","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2025-05-14T17:15:03Z","title_canon_sha256":"5d3d064799299fea3143c4e4c4c8e070da51e15e743c704323e705799d9fb781"},"schema_version":"1.0","source":{"id":"2505.09571","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2505.09571","created_at":"2026-07-05T11:37:20Z"},{"alias_kind":"arxiv_version","alias_value":"2505.09571v1","created_at":"2026-07-05T11:37:20Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2505.09571","created_at":"2026-07-05T11:37:20Z"},{"alias_kind":"pith_short_12","alias_value":"BPVLQH6V6UXO","created_at":"2026-07-05T11:37:20Z"},{"alias_kind":"pith_short_16","alias_value":"BPVLQH6V6UXOSXS3","created_at":"2026-07-05T11:37:20Z"},{"alias_kind":"pith_short_8","alias_value":"BPVLQH6V","created_at":"2026-07-05T11:37:20Z"}],"graph_snapshots":[{"event_id":"sha256:1a914b8c771e5e903b66edd988ddedece9620a1ca5c47fac10ed7f690372b997","target":"graph","created_at":"2026-07-05T11:37:20Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"graph_snapshot":{"author_claims":{"count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","strong_count":0},"builder_version":"pith-number-builder-2026-05-17-v1","claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"integrity":{"available":true,"clean":true,"detectors_run":[],"endpoint":"/pith/2505.09571/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"The field of text-to-image generation has undergone significant advancements with the introduction of diffusion models. Nevertheless, the challenge of editing real images persists, as most methods are either computationally intensive or produce poor reconstructions. This paper introduces SAGE (Self-Attention Guidance for image Editing) - a novel technique leveraging pre-trained diffusion models for image editing. SAGE builds upon the DDIM algorithm and incorporates a novel guidance mechanism utilizing the self-attention layers of the diffusion U-Net. This mechanism computes a reconstruction ob","authors_text":"Guillermo Gomez-Trenado, Oscar Cord\\'on, Pablo Mesejo, St\\'ephane Lathuili\\`ere","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2025-05-14T17:15:03Z","title":"Don't Forget your Inverse DDIM for Image Editing"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2505.09571","kind":"arxiv","version":1},"verdict":{"created_at":null,"id":null,"model_set":{},"one_line_summary":"","pipeline_version":null,"pith_extraction_headline":"","strongest_claim":"","weakest_assumption":""}},"verdict_id":null}}],"author_attestations":[],"timestamp_anchors":[],"storage_attestations":[],"citation_signatures":[],"replication_records":[],"corrections":[],"mirror_hints":[],"record_created":{"event_id":"sha256:170b6f7ba8aba7a94372932290e0cec447c9955af09ef5c369516a1dd2d30ddc","target":"record","created_at":"2026-07-05T11:37:20Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"attestation_state":"computed","canonical_record":{"metadata":{"abstract_canon_sha256":"64a2f5d932426cfb0fa5819cc0983c413cd37c62fa9fbccc8ab01a9f900d93b3","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2025-05-14T17:15:03Z","title_canon_sha256":"5d3d064799299fea3143c4e4c4c8e070da51e15e743c704323e705799d9fb781"},"schema_version":"1.0","source":{"id":"2505.09571","kind":"arxiv","version":1}},"canonical_sha256":"0beab81fd5f52ee95e5b9cb06395cd333ce9f706a74be890691fa872f295e049","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"0beab81fd5f52ee95e5b9cb06395cd333ce9f706a74be890691fa872f295e049","first_computed_at":"2026-07-05T11:37:20.079293Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T11:37:20.079293Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"T2sokqbK8sRWQlhNiy8Wxxp5Jwe9W3zTmZlKdy+F32nO+ari7CHDJJ6Rv7HWUeXDMoEq5S0zOUA8APi5gYWQBQ==","signature_status":"signed_v1","signed_at":"2026-07-05T11:37:20.079791Z","signed_message":"canonical_sha256_bytes"},"source_id":"2505.09571","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:170b6f7ba8aba7a94372932290e0cec447c9955af09ef5c369516a1dd2d30ddc","sha256:1a914b8c771e5e903b66edd988ddedece9620a1ca5c47fac10ed7f690372b997"],"state_sha256":"bfb0f36e7670e8b9e313504f15236279f4a9ff83fac26447a36f81bd36c7e9a0"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"kjHw0gFz0KV/zkp6AfBPYAWLntx83h/f7vBAst+eVqzA0RdafgcKQ7d+rHy0y7Y0yhj7iRwHC0zVFQRfUkNwCQ==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-17T09:59:26.245770Z","bundle_sha256":"20d9d6daf776b3fe5339af726574bc083ee7850d54df7e3485d6c9cc0e4b3463"}}